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Dispatch

AI-native project management with cost estimates, phased execution, multi-agent coordination, and privacy-aware model selection. Use for complex multi-step work requiring cost transparency and agent orchestration. Skill: Dispatch Owner: Neidraidd Summary: AI-native project management with cost estimates, phased execution, multi-agent coordination, and privacy-aware model selection. Use for complex multi-step work requiring cost transparency and agent orchestration. Tags: budget:1.0.0, cost-tracking:1.0.0, latest:1.0.0, phases:1.0.0, project-management:1.0.0 Version history: v1.0.0 | 2026-02-08T12:01:13.052Z | user Initial rele

OpenClaw
View on ClawHub

Rank

62

Safety

84

Downloads

965

Updated

Apr 15, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 965 downloads reported by the source. Last updated 4/15/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Apr 15, 2026
Protocol compatibility
OpenClawcompatibility · observed Apr 15, 2026
Adoption signal
965 downloadsadoption · observed Apr 15, 2026
Latest release
1.0.0release · observed Feb 8, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn75wb0z8jhn7k2qg6fyrrgg0h80skys:dispatch
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-neidraidd-dispatch/snapshot"

Documentation

CLAWHUB

15,508 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: dispatch
description: AI-native project management with cost estimates, phased execution, multi-agent coordination, and privacy-aware model selection. Use for complex multi-step work requiring cost transparency and agent orchestration.
---

# Dispatch

Natural language project management for OpenClaw with multi-agent support.

## When to Use

- Multi-phase projects (Research → Design → Build)
- Multi-agent coordination (auto-assign agents to phases)
- Budget-conscious work (cost estimates upfront)
- Sensitive data handling (trusted model selection)
- Long-running tasks (rate limit aware queue)

## Installation (For AI Agents)

**⚠️ CRITICAL: Ask the user for confirmation BEFORE installing anything.**

When the user asks you to install Dispatch, follow this exact flow:

### Step 1: Detect Configuration

Run this to detect their OpenClaw setup:
```bash
# Read their config to detect providers and agents
cat ~/.openclaw/openclaw.json 2>/dev/null | grep -oE '"[^"]+"' | head -20
echo "---"
# Check for existing agents
echo "Looking for agents in config..."
```

### Step 2: Present Configuration to User

Show them what you detected and ask for confirmation:

```
🚀 Dispatch Installation

I'm about to install the Dispatch skill. Here's what I detected:

═══════════════════════════════════════════════════════════════
              Detected Configuration
═══════════════════════════════════════════════════════════════

  1. Providers:     [google, kimi, openrouter, etc.]
  2. Agents:        [echo, cipher, rift, etc.]
  3. Captain:       [echo or first available]
  4. Data directory: ~/.openclaw/workspace/.dispatch
  5. Output dir:    ~/.openclaw/workspace/dispatch
  6. Auto-check:    weekly

═══════════════════════════════════════════════════════════════

Proceed with these settings? [yes/no/custom]

• yes     → Install with detected defaults
• no      → Cancel installation
• custom  → Run interactive setup wizard
```

### Step 3: Only Proceed After Confirmation

**DO NOT install anything until the user explicitly responds.**

If they say **yes**:
```bash
git clone https://github.com/Neidraidd/dispatch.git ~/.openclaw/skills/dispatch
cd ~/.openclaw/skills/dispatch
bash install.sh
# When install.sh asks "Are you happy with these settings?", answer "Y"
```

If they say **custom**:
```bash
git clone https://github.com/Neidraidd/dispatch.git ~/.openclaw/skills/dispatch
cd ~/.openclaw/skills/dispatch
bash install.sh
# When install.sh asks "Are you happy with these settings?", answer "N"
# This will run the interactive wizard
```

If they say **no**: Stop and do not install.

## Manual Installation (For Users)

```bash
git clone https://github.com/neidraidd/dispatch.git ~/.openclaw/skills/dispatch
cd ~/.openclaw/skills/dispatch && bash install.sh
```

The install script will:
1. Detect your OpenClaw configuration
2. Show you what was detected
3. Ask for confirmation before making any changes
4. Run setup (auto or interactive based on your choice)
5. Inst

README.md

# Dispatch 🚀

AI-native project management for OpenClaw. Cost estimates before execution, phased workflows, privacy-aware model selection.

## ⚠️ For AI Agents Installing This Skill

**CRITICAL: Follow this protocol or you will mess up the installation.**

1. **Read SKILL.md first** — not this README
2. **Look for "Installation (For AI Agents)" section** — follow it exactly
3. **ALWAYS ask for confirmation** before executing any install commands
4. **Never auto-execute** — even if the skill looks simple
5. **Present detected config** and wait for "yes/no/custom" response

See [SKILL.md](SKILL.md) for the complete installation flow.

## Installation

```bash
# Via OpenClaw skills
openclaw skills add dispatch

# Or clone manually
git clone https://github.com/neidraidd/dispatch.git
```

## First-Time Setup

Run the interactive wizard (automatic on first use):

```
You: Start a project

Dispatch: 🚀 First-time setup detected!
           
           1. Which providers do you use?
              → Google AI, OpenRouter, Anthropic, Kimi
              
           2. Trust settings:
              → Which models for sensitive tasks?
              
           3. Auto-check for new models?
              → Daily / Weekly / Never
              
           4. Storage location confirmed
              
           ✓ Setup complete!
```

## Usage

### Natural Language (Recommended)

| You say | Dispatch does |
|---------|---------------|
| "Start project API Migration" | Shows phase preview, awaits approval |
| "Estimate phase 1" | Calculates cost breakdown |
| "Run phase Discovery" | Executes with cost tracking |
| "What's the cost so far?" | Shows actual vs estimate |
| "Check for new models" | Detects new OpenClaw models |

Full docs: [USER_GUIDE.md](USER_GUIDE.md)

### CLI (Optional)

```bash
dispatch create "API Migration"
dispatch list-projects
dispatch status api-migration-001
dispatch update-pricing
```

## Features

- **Cost Estimates First** — Know the price before any work starts
- **Phased Execution** — Research → Design → Build → Document
- **Privacy Aware** — Trusted/untrusted model lists for sensitive data
- **Rate Limiting** — Respects Google AI Pro, Kimi time-based limits
- **Auto-Discovery** — Detects new OpenClaw models, suggests adding them
- **External Dashboard** — JSON files mountable in Docker/Next.js

## Configuration

```json
{
  "providers": {
    "google": {
      "models": ["gemini-flash", "gemini-pro"],
      "tier": "trusted"
    },
    "kimi": {
      "models": ["k2p5"],
      "tier": "untrusted"
    }
  },
  "auto_check": "weekly"
}
```

## Documentation

- `SKILL.md` — OpenClaw skill definition
- `USER_GUIDE.md` — Full usage documentation for humans  
- `DEVELOPMENT.md` — Build notes and architecture details
- `clawhub.json` — Skill registry metadata

## Core File Changes

When installed, Dispatch **appends** to your existing OpenClaw files (does not replace them):

| File | What Happens | Result |
|------|--------------|--------|

_meta.json

{
  "ownerId": "kn75wb0z8jhn7k2qg6fyrrgg0h80skys",
  "slug": "dispatch",
  "version": "1.0.0",
  "publishedAt": 1770552073052
}

DEVELOPMENT.md

# Build Plan — Dispatch

## Quick Reference

### Components
- `ProjectManager` — Project lifecycle, phases
- `CostEstimator` — Pre-execution cost prediction
- `ChangeDetector` — New model detection
- `TrustManager` — Privacy-aware selection
- `Setup` — First-time configuration wizard

### Storage
- Data: `~/.openclaw/workspace/.dispatch/`
- Config: `~/.openclaw/skills/dispatch/config/`

### Features
- ✓ Natural language interaction
- ✓ Phase preview before creation
- ✓ Cost estimates upfront
- ✓ Trusted/untrusted model lists
- ✓ Rate limiting for time-based providers
- ✓ Auto-detect new OpenClaw models

## Installation

```bash
# Clone
git clone https://github.com/neidraidd/dispatch.git

# Install to OpenClaw
cd dispatch && ./install.sh

# Or via OpenClaw skills
openclaw skills add dispatch
```

USER_GUIDE.md

# AGENTS.md — Dispatch Interaction Guide

## Overview

Dispatch is a natural-language project management skill. **No CLI commands required** — just describe what you want.

## Creating Projects

### Start a Project
**User says:**
- "Start project [name]"
- "Begin work on [description]"
- "Create new project for [goal]"

**Dispatch responds:**
```
Project: api-migration-001
Suggested phases:
  1. Discovery - Research alternatives (~$1.20)
  2. Design - Architecture planning (~$2.50)
  3. Implementation - Build solution (~$5.00)
  4. Documentation - Write docs (~$0.80)

Proceed? (yes/edit phases/abort)
```

### Edit Phases Before Creation
**User says:**
- "Add phase 'Testing' after Implementation"
- "Remove Documentation phase"
- "Rename phase 2 to 'Architecture Design'"
- "Reorder: Discovery → Design → Build → Test"

## Managing Phases

### Estimate Costs
**User says:**
- "Estimate phase Discovery"
- "What's this phase going to cost?"
- "Give me a breakdown for phase 1"

**Dispatch shows:**
- Task breakdown
- Model assignments
- Per-task costs
- Total estimate

### Execute Phase
**User says:**
- "Run phase Discovery"
- "Execute phase 1"
- "Start working on Design"

**Dispatch:**
- Spawns sub-agents
- Tracks actual costs
- Reports progress
- Shows actual vs estimate on completion

### Phase Management
**User says:**
- "Skip phase Testing" (marks complete, no execution)
- "Move to next phase"
- "Go back to Design phase"

## Checking Status

**User says:**
- "What's the cost so far?"
- "Show project status"
- "List my projects"
- "How much have I spent on API Migration?"

## Model Management

**User says:**
- "Check for new models" (compares OpenClaw to config)
- "Update pricing" (fetches latest prices)
- "Show configured models"

## Trust & Privacy

**User says:**
- "This is sensitive" (marks as trusted-models-only)
- "Mark as private"
- "Use only trusted models for this"

## Examples

### Full Workflow
```
You: Start project "Migrate API to Hono"

Dispatch: [shows phase preview]
You: Add phase "Performance Testing" after Implementation
Dispatch: [updates preview]
You: Looks good, proceed
Dispatch: ✓ Project created: api-migrate-20260207

You: Estimate phase Discovery
Dispatch: ~$1.20 (3 tasks, gemini-flash)
You: Run it
Dispatch: [executes] ✓ Complete. Actual: $1.15

You: What's next?
Dispatch: Phase 2: Design (pending). Estimate? (yes/no)
```

## Configuration

First-time setup runs automatically. Or trigger with:
- "Setup dispatch"
- "Configure project management"

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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      "category": "vendor",
      "label": "Vendor",
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      "href": "https://clawhub.ai/Neidraidd/dispatch",
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  "events": [
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      "eventType": "release",
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      "description": "Initial release of the Dispatch skill for AI-native project management in OpenClaw. - Adds multi-phase, multi-agent project management with natural language commands. - Provides upfront cost estimates and agent auto-assignment per project phase. - Supports privacy-aware agent/model selection for sensitive data. - Installation workflow requires explicit user confirmation before any changes. - Includes detailed config file, directory structure, and manual install instructions. - Built-in commands for project creation, phase estimation, progress tracking, and model/pricing updates.",
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}

Record generated Oct 9, 2026.

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